Matthew J Chalk

Tkacik Group

6 Publications

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[6]
2021 | Published | Journal Article | IST-REx-ID: 9362 | OA
Chalk MJ, Tkačik G, Marre O. Inferring the function performed by a recurrent neural network. PLoS ONE. 2021;16(4). doi:10.1371/journal.pone.0248940
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
[5]
2018 | Published | Journal Article | IST-REx-ID: 543 | OA
Chalk MJ, Marre O, Tkačik G. Toward a unified theory of efficient, predictive, and sparse coding. PNAS. 2018;115(1):186-191. doi:10.1073/pnas.1711114115
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
[4]
2017 | Published | Journal Article | IST-REx-ID: 680 | OA
Chalk MJ, Masset P, Gutkin B, Denève S. Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology. 2017;13(6). doi:10.1371/journal.pcbi.1005582
[Published Version] View | Files available | DOI
 
[3]
2017 | Research Data Reference | IST-REx-ID: 9855
Chalk MJ, Masset P, Gutkin B, Denève S. Supplementary appendix. 2017. doi:10.1371/journal.pcbi.1005582.s001
[Published Version] View | Files available | DOI
 
[2]
2016 | Published | Journal Article | IST-REx-ID: 1266 | OA
Chalk MJ, Gutkin B, Denève S. Neural oscillations as a signature of efficient coding in the presence of synaptic delays. eLife. 2016;5(2016JULY). doi:10.7554/eLife.13824
[Published Version] View | Files available | DOI
 
[1]
2016 | Published | Conference Paper | IST-REx-ID: 1082 | OA
Chalk MJ, Marre O, Tkačik G. Relevant sparse codes with variational information bottleneck. In: Vol 29. Neural Information Processing Systems; 2016:1965-1973.
[Preprint] View | Files available | Download Preprint (ext.)
 
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6 Publications

Mark all

[6]
2021 | Published | Journal Article | IST-REx-ID: 9362 | OA
Chalk MJ, Tkačik G, Marre O. Inferring the function performed by a recurrent neural network. PLoS ONE. 2021;16(4). doi:10.1371/journal.pone.0248940
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
[5]
2018 | Published | Journal Article | IST-REx-ID: 543 | OA
Chalk MJ, Marre O, Tkačik G. Toward a unified theory of efficient, predictive, and sparse coding. PNAS. 2018;115(1):186-191. doi:10.1073/pnas.1711114115
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
[4]
2017 | Published | Journal Article | IST-REx-ID: 680 | OA
Chalk MJ, Masset P, Gutkin B, Denève S. Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology. 2017;13(6). doi:10.1371/journal.pcbi.1005582
[Published Version] View | Files available | DOI
 
[3]
2017 | Research Data Reference | IST-REx-ID: 9855
Chalk MJ, Masset P, Gutkin B, Denève S. Supplementary appendix. 2017. doi:10.1371/journal.pcbi.1005582.s001
[Published Version] View | Files available | DOI
 
[2]
2016 | Published | Journal Article | IST-REx-ID: 1266 | OA
Chalk MJ, Gutkin B, Denève S. Neural oscillations as a signature of efficient coding in the presence of synaptic delays. eLife. 2016;5(2016JULY). doi:10.7554/eLife.13824
[Published Version] View | Files available | DOI
 
[1]
2016 | Published | Conference Paper | IST-REx-ID: 1082 | OA
Chalk MJ, Marre O, Tkačik G. Relevant sparse codes with variational information bottleneck. In: Vol 29. Neural Information Processing Systems; 2016:1965-1973.
[Preprint] View | Files available | Download Preprint (ext.)
 
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